نتایج جستجو برای: gaussian mixture model
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We have previously proposed a cross-validation (CV) based Gaussian mixture optimization method that efficiently optimizes the model structure based on CV likelihood. In this study, we propose aggregated cross-validation (AgCV) that introduces a bagging-like approach in the CV framework to reinforce the model selection ability. While a single model is used in CV to evaluate a held-out subset, Ag...
This paper provides an overview of Gaussian Mixture Model (GMM) and its component of speech signal. During the earlier period it has been revealed that Gaussian Mixture Model is very much appropriate for voice modeling in speaker recognition system. For Speaker recognition, Gaussian mixture model is an essential appliance of statistical clustering. The task effortlessly performed by humans is n...
s of forty-nine regular papers from PAKDD 2005 [Ho et al. 2005], which were not used in the framework building process, were collected and analyzed to see if they fit in the categories identified by grounded theory. The abstract of each article was analyzed to identify the primary objective(s) the author(s) are addressing. Take the article “Adjusting Mixture Weights of Gaussian Mixture Model vi...
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